Run
7928573

Run 7928573

Task 146065 (Supervised Classification) monks-problems-2 Uploaded 10-09-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.201690037684997
mlr.classif.xgboost(9)_max_depth8
mlr.classif.xgboost(9)_min_child_weight6.73543826406012
mlr.classif.xgboost(9)_subsample0.826004654867575
mlr.classif.xgboost(9)_colsample_bytree0.999386660754681
mlr.classif.xgboost(9)_colsample_bylevel0.333610996138304
mlr.classif.xgboost(9)_lambda0.122798411770774
mlr.classif.xgboost(9)_alpha0.0013284329531133
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds448
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(9)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9965
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9682
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9289
Cross-validation details (10-fold Crossvalidation)
KB relative information score
360.0043
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2096
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4507
Cross-validation details (10-fold Crossvalidation)
Number of instances
601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9687
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9684
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.9684
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4651
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2558
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5389
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1334.1198
UserCPU time millis
8.527
UserCPU time millis testing
0.078
UserCPU time millis training
8.449